artemka081
Machine Learnung Engineer
My technical stack:
- Python: NumPy, Pandas, Scikit-learn, CatBoost, XGBoost, LightGBM, PyTorch, HuggingFace, transformers, LangChain.
- Data Visualization: Matplotlib, seaborn, Plotly, Dash.
- NLP: NLTK, SpaCy, Gensim, Fine-Tuning LLM, LoRA, Prompt Engineering, OpenAI API, llama.cpp.
- MLOps: Linux/Unix, Bash, Docker, Git, MLflow, FastAPI.
- Databases: SQL (PostgreSQL, ClickHouse), NoSQL (MongoDB), Redis, Neo4j.
- Programming: Asynchronous programming, OOP, design patterns, multiprocessing.
Outside of work, I continue exploring technologies:
- I run a blog about artificial intelligence and its impact on our lives: link
- I participate in discussions on Habr and occasionally publish articles there myself.
- I often attend conferences and meetups (for example, I gave a talk at Data Fest 2024: link
- I love testing new gadgets and software, especially if they involve AI.
- My sport is Data Science competitions. I enjoy solving Kaggle challenges and participating in hackathons. Recently, I took part in the "LMSYS — Chatbot Arena Human Preference Predictions" competition on Kaggle. Currently, I am working on the "VK RecSys Challenge."
And also:
- I have been into film photography for a couple of years and have built a small collection of Soviet cameras.
- I am a Dungeon Master. I enjoy tabletop role-playing games and host adventures for friends and colleagues on weekends. My favorite class in D&D is Paladin.
- I love automating and measuring everything. I am passionate about personal productivity, maintaining a knowledge base in Obsidian.
- I ride a mountain bike through forest trails.
Experience: 4 years
Yearly salary: $62,000
Hourly rate: $45
Nationality: 🌏 Remote
Residency: 🌏 Remote
Experience:
| Period | Title | Company |
|---|---|---|
| 2022 - 2024 | AI-Researcher | OCRV |
| 2020 - 2024 | ML-Engineer | Freelance |
Skills:
ai
big-data
blockchain
data-science
nosql
python
pytorch
sql
english
german
russian